If your own lease agreement with the owner prohibits sublease, this would be contract breachment.
If there is no such clause in the agreement, and the owner is a business or the property is managed by a business, you are free to sublease.
If there is no such clause in the agreement and the owner is simply a home owner, then it is difficult to tell. It will largely depend on local laws and cases.